Search Results - (coding OR decoding) (algorithm OR (algorithmics OR (Algorithmssssics OR Algorithmssssics)))

Energy-Based Diffusion Language Models for Text Generation by Xu, Minkai, Geffner, Tomas, Kreis, Karsten, Nie, Weili, Xu, Yilun, Leskovec, Jure, Ermon, Stefano, Vahdat, Arash

Table of Contents: “… propose an efficient generation algorithm via parallel important sampling. Comprehensive experiments…”
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Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning by Luo, Jianlan, Xu, Charles, Wu, Jeffrey, Levine, Sergey

Table of Contents: “… coordination. Our approach integrates demonstrations and human corrections, efficient RL algorithms, and other…”
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How Do Developers Use Type Inference: An Exploratory Study in Kotlin by Flint, Samuel W., Keshk, Ali M., Dyer, Robert, Bagheri, Hamid

Table of Contents: “…Statically typed languages offer numerous benefits to developers, such as improved code quality…”
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Bridge-IF: Learning Inverse Protein Folding with Markov Bridges by Zhu, Yiheng, Wu, Jialu, Li, Qiuyi, Yan, Jiahuan, Yin, Mingze, Wu, Wei, Li, Mingyang, Ye, Jieping, Wang, Zheng, Wu, Jian

Table of Contents: “… learning algorithms for this task has seen significant success, the prevailing approaches, which…”
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SSFold: Learning to Fold Arbitrary Crumpled Cloth Using Graph Dynamics from Human Demonstration by Zhou, Changshi, Xu, Haichuan, Hu, Jiarui, Luan, Feng, Wang, Zhipeng, Dong, Yanchao, Zhou, Yanmin, He, Bin

Table of Contents: “… algorithm to gather and integrate human demonstration data into our novel end-to-end neural network…”
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FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data by Zhang, Yukun, Chen, Guanzhong, Xu, Zenglin, Wang, Jianyong, Zeng, Dun, Li, Junfan, Wang, Jinghua, Qi, Yuan, King, Irwin

Table of Contents: “… in realistic datasets that challenges current FL algorithms. To address these gaps, this paper presents…”
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DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection by Li, Shawn, Gong, Huixian, Dong, Hao, Yang, Tiankai, Tu, Zhengzhong, Zhao, Yue

Table of Contents: “…, and nine base OOD algorithms demonstrate that DPU significantly improves OOD detection performance, setting…”
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GROOT: Effective Design of Biological Sequences with Limited Experimental Data by Tran, Thanh V. T., Ngo, Nhat Khang, Nguyen, Viet Anh, Hy, Truong Son

Table of Contents: “… algorithms toward optimal outputs. However, existing methods struggle when labeled data is limited…”
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From Text to Pose to Image: Improving Diffusion Model Control and Quality by Bonnet, Clément, Lee, Ariel N., Wertel, Franck, Tamano, Antoine, Cizain, Tanguy, Ducru, Pablo

Table of Contents: “… algorithm, and a new pose adapter that incorporates more pose keypoints for higher pose fidelity. Together…”
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MGHF: Multi-Granular High-Frequency Perceptual Loss for Image Super-Resolution by Sami, Shoaib Meraj, Hasan, Md Mahedi, Saadabadi, Mohammad Saeed Ebrahimi, Dawson, Jeremy, Nasrabadi, Nasser, Rao, Raghuveer

Table of Contents: “… on various super-resolution algorithms, including GAN- and diffusion-based methods, demonstrate that our MGHF…”
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LDM-Morph: Latent diffusion model guided deformable image registration by Wu, Jiong, Gong, Kuang

Table of Contents: “…, an unsupervised deformable registration algorithm for medical image registration. LDM-Morph integrated features…”
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AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation by Tang, Datao, Cao, Xiangyong, Wu, Xuan, Li, Jialin, Yao, Jing, Bai, Xueru, Jiang, Dongsheng, Li, Yin, Meng, Deyu

Table of Contents: “… significantly limits the performance of current detection algorithms. Although existing techniques, e.g., data…”
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Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation by Wang, Fan, Han, Zhongyi, Liu, Xingbo, Gao, Xin, Yin, Yilong

Table of Contents: “… is an open and timely question with significant implications for deploying adaptive algorithms in practical…”
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Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative Trading by Yun, Suyeol

Table of Contents: “…. Our model performs competitively with established offline RL algorithms, including Conservative Q…”
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Monocular Obstacle Avoidance Based on Inverse PPO for Fixed-wing UAVs by Chai, Haochen, Su, Meimei, Lyu, Yang, Liu, Zhunga, Zhao, Chunhui, Pan, Quan

Table of Contents: “… smoothness and confirm the feasibility of implementing the algorithm on edge devices. The source code…”
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TexGaussian: Generating High-quality PBR Material via Octree-based 3D Gaussian Splatting by Xiong, Bojun, Liu, Jialun, Hu, Jiakui, Wu, Chenming, Wu, Jinbo, Liu, Xing, Zhao, Chen, Ding, Errui, Lian, Zhouhui

Table of Contents: “… photorealistic rendering across diverse environment maps. Developing an effective and efficient algorithm…”
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M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation by Zhang, Tao, Liu, Zhenhai, Qi, Feipeng, Jiao, Yongjun, Wu, Tailin

Table of Contents: “…. Furthermore, existing numerical algorithms struggle with highly complex large-scale structures in multi…”
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Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation by Ha, SeungBum, Lee, Taehwan, Lim, Jiyoun, Yoon, Sung Whan

Table of Contents: “… the effectiveness of our benchmark by applying robust federated learning algorithms to data heterogeneity to show…”
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MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control by Lee, Sunbowen, Lyu, Hongqin, Gong, Yicheng, Sun, Yingying, Deng, Chao

Table of Contents: “… optimization algorithm as the backbone, allowing value evaluation to consider both local features and global…”
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Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning by Di Domenico, Dario, Boccardo, Nicolò, Marinelli, Andrea, Canepa, Michele, Gruppioni, Emanuele, Laffranchi, Matteo, Camoriano, Raffaello

Table of Contents: “…. We thoroughly analyze multiple learning algorithms across 7 subjects, including one with limb absence…”
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